Publications of O Stegle

Janzing, D.; Sgouritsa, E.; Stegle, O.; Peters, J.; Schölkopf, B.: Detecting low-complexity unobserved causes. In: 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), pp. 383 - 391. 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), Barcelona, Spain, July 14, 2011 - July 17, 2011. (2011)

Rattray, M.; Stegle, O.; Sharp, K.; Winn, J.: Inference algorithms and learning theory for Bayesian sparse factor analysis. International Workshop on Statistical-Mechanical Informatics 2009 (IW-SMI 2009), Kyoto, Japan, September 13, 2009 - September 16, 2009. Journal of Physics: Conference Series 197 (1), 012002, (2009)

Stegle, O.; Denby, K.; Wild, D.; McHattie, S.; Mead, A.; Ghahramani, Z.; Borgwardt, K.: Discovering Temporal Patterns of Differential Gene Expression in Microarray Time Series. In: German Conference on Bioinformatics 2009 (GCB 2009), pp. 133 - 142 (Eds. Grosse, I.; Neumann, S.; Posch, S.; Schreiber, F.; Stadler, P.). German Conference on Bioinformatics 2009 (GCB 2009), Halle, Germany, September 28, 2009 - September 30, 2009. Gesellschaft für Informatik, Bonn, Germany (2009)

Stegle, O.; Denby, K.; Wild, D.; Ghahramani, Z.; Borgwardt, K.: A robust Bayesian two-sample test for detecting intervals of differential gene expression in microarray time series. In: Research in Computational Molecular Biology: 13th Annual International Conference, RECOMB 2009, Tucson, AZ, USA, May 18-21, 2009, pp. 201 - 216 (Ed. Batzoglou, S.). 13th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2009), Tucson, AZ, USA, May 18, 2009 - May 21, 2009. Springer, Berlin, Germany (2009)

Lippert, C.; Stegle, O.; Ghahramani, Z.; Borgwardt, K.: A kernel method for unsupervised structured network inference. In: Twelfth International Conference on Artificial Intelligence and Statistics (AIStats 2009), pp. 368 - 375 (Eds. Van Dyk, D.; Welling, M.). Twelfth International Conference on Artificial Intelligence and Statistics (AIStats 2009), Clearwater Beach, FL, USA, April 16, 2009 - April 18, 2009. MIT Press, Cambridge, MA, USA (2009)

Lehmann, K.; Kahles, A.; Toussaint, N.; Hüser, M.; Stark, S.; Sachsenberg, T.; Stegle, O.; Kohlbacher, O.; Sander, C.; Rätsch, G.: Comprehensive analysis of alternative splicing across tumors from 8,705 patients. In 68th Annual Meeting of the American Society of Human Genetics (ASHG 2018), 371, p. 186. 68th Annual Meeting of the American Society of Human Genetics (ASHG 2018), San Diego, CA, USA, October 16, 2018 - October 20, 2018. (2018)

Priebe, L.; Wolf, C.; Alexander, M.; Karbalai, N.; Fröhlich, H.; Stegle, O.; Kriegel, A.; Sander, T.; Czamara, D.; Mattheisen, M. et al.; Pütz, B.; Hillmer, A.; Altmann, A.; Kluck, N.; Schölkopf, B.; Borgwardt, K.; Schramm, J.; Hoffmann, P.; Becker, A.; Nöthen, M.; Müller-Myhsok, B.; Cichon, S.: Mapping genetic and epigenetic factors influencing human hippocampal gene expression. In European journal of human genetics, 20 (Supplement 1), C08-5, p. 27. European Human Genetics Conference (ESHG 2012), Nürnberg, Germany, June 23, 2012 - June 26, 2012. Nature Publishing Group (2012)

Klotzbücher, K.; Kobayashi, Y.; Shervashidze, N.; Stegle, O.; Müller-Myhsok, B.; Weigel, D.; Borgwardt, K.: Efficient branch-and-bound techniques for two-locus association mapping. In BMC Bioinformatics, 12 (Supplement 11), A3. Seventh International Society for Computational Biology (ISCB) Student Council Symposium 2011, Wien, Austria, July 15, 2011. BioMed Central (2011)

Gan, X.; Behr, J.; Steffen, J.; Hildebrand, K.; Allchin, L.; Goodstadt, L.; Stegle, O.; Drewe, P.; Lyngsoe, R.; Sreedharan, V. et al.; Osborne, E.; Toomajian, C.; Kover, P.; Rätsch, G.; Clark, R.; Mott, R.: Accurate Sequencing of 18 Genomes of Arabidopsis thaliana and Its Use in Imputing the Genome Sequences of Over 600 MAGIC Recombinant Inbred Lines. In 22nd International Conference on Arabidopsis Research (ICAR 2011), 22, p. 78. 22nd International Conference on Arabidopsis Research (ICAR 2011), Madison, WI, USA, June 22, 2011 - June 25, 2011. (2011)

Beierholm, U.; Rohe, T.; Stegle, O.; Noppeney, U.: Using the past to estimate sensory uncertainty. Computational and Systems Neuroscience Meeting (COSYNE 2016), Salt Lake City, UT, USA (2016)

Cubillos, F.; Stegle, O.; Grondin, C.; Canut, U.; Gy, I.; Loudet, O.: Genome-Wide Analysis of Natural Regulatory Variation under Contrasting Environments in A. Thaliana. 4th International Conference on Quantitative Genetics (ICQG 2012), Edinburgh, UK (2012)

Fusi, N.; Stegle, O.; Lawrence, N.: Joint Modelling of Confounding Factors and Prominent Genetic Regulators Provides Increased Accuracy in Genetical Genomics Studies. 4th International Conference on Quantitative Genetics (ICQG 2012), Edinburgh, UK (2012)

Long, Q.; Vilhjalmsson, B.; Meng, D.; Zhang, Q.; Stegle, O.; Platzer, A.; Nizhynska, V.; Kerdaffrec, E.; Korte, A.; Rabanal, F. et al.; Fulcher, N.; Willems, G.; Mittelsten Scheid, O.; Riha, K.; Nordborg, M.: Genetic Architecture Analysis of Multiple Traits for A. Thaliana Based on Whole Genome Sequencing. 4th International Conference on Quantitative Genetics (ICQG 2012), Edinburgh, UK (2012)

Grimm, D.; Greshake, B.; Stegle, O.; Lippert, C.; Schölkopf, B.; Weigel, D.; Borgwardt, K.: easyGWAS: A central resource for efficient performance of genome-wide association studies. (2012)

Wang, G.; Stegle, O.; Rowan, B.; Dillon, M.; Weigel, D.: Detecting climate signals in genomes: A GWA approach to find footprints of climate selection in the Arabidopsis thaliana genome using new measures of climatic variability. 13th Congress of the European Society for Evolutionary Biology (ESEB 2011), Tübingen, Germany (2011)

Drewe, P.; Stegle, O.; Behr, J.; Clark, R.; Rätsch, G.; Mott, R.: Multiple reference genomes and transcriptomes for Arabidopsis thaliana. 4th Berlin Summer Meeting: “Computational & Experimental Molecular Biology Meet”, Berlin, Germany (2011)

Drewe, P.; Stegle, O.; Bohnert, R.; Borgwardt, K.; Rätsch, G.: Statistical tests for detecting differential RNA-transcript expression. 4th Berlin Summer Meeting: “Computational & Experimental Molecular Biology Meet”, Berlin, Germany (2011)

Drewe, P.; Stegle, O.; Bohnert, R.; Borgwardt, K.; Rätsch, G.: Statistical Tests for Detecting Differential RNA-Transcript Expression from Read Counts. 18th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB 2010), Boston, MA, USA (2010)

Lippert, C.; Stegle, O.; Nickisch, H.; Borgwardt, K.; Weigel, D.: Experimental design for genome-wide association studies. 18th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB 2010), Boston, MA, USA (2010)

Grimm, D.; Greshake, B.; Kleeberger, S.; Lippert, C.; Stegle, O.; Schölkopf, B.; Weigel, D.; Borgwardt, K.: easyGWAS: An integrated interspecies platform for performing genome-wide association studies. (submitted)